Progressive Residual Warmup for Language Model Pretraining Paper • 2603.05369 • Published 10 days ago • 32
Composition-RL: Compose Your Verifiable Prompts for Reinforcement Learning of Large Language Models Paper • 2602.12036 • Published about 1 month ago • 91
Thinking-Free Policy Initialization Makes Distilled Reasoning Models More Effective and Efficient Reasoners Paper • 2509.26226 • Published Sep 30, 2025 • 34
ProRL: Prolonged Reinforcement Learning Expands Reasoning Boundaries in Large Language Models Paper • 2505.24864 • Published May 30, 2025 • 144